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Cracking the Data Science Interview

You're reading from   Cracking the Data Science Interview Unlock insider tips from industry experts to master the data science field

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Product type Paperback
Published in Feb 2024
Publisher Packt
ISBN-13 9781805120506
Length 404 pages
Edition 1st Edition
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Authors (2):
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Leondra R. Gonzalez Leondra R. Gonzalez
Author Profile Icon Leondra R. Gonzalez
Leondra R. Gonzalez
Aaren Stubberfield Aaren Stubberfield
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Aaren Stubberfield
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Table of Contents (21) Chapters Close

Preface 1. Part 1: Breaking into the Data Science Field FREE CHAPTER
2. Chapter 1: Exploring Today’s Modern Data Science Landscape 3. Chapter 2: Finding a Job in Data Science 4. Part 2: Manipulating and Managing Data
5. Chapter 3: Programming with Python 6. Chapter 4: Visualizing Data and Data Storytelling 7. Chapter 5: Querying Databases with SQL 8. Chapter 6: Scripting with Shell and Bash Commands in Linux 9. Chapter 7: Using Git for Version Control 10. Part 3: Exploring Artificial Intelligence
11. Chapter 8: Mining Data with Probability and Statistics 12. Chapter 9: Understanding Feature Engineering and Preparing Data for Modeling 13. Chapter 10: Mastering Machine Learning Concepts 14. Chapter 11: Building Networks with Deep Learning 15. Chapter 12: Implementing Machine Learning Solutions with MLOps 16. Part 4: Getting the Job
17. Chapter 13: Mastering the Interview Rounds 18. Chapter 14: Negotiating Compensation 19. Index 20. Other Books You May Enjoy

Scripting with Bash

Bash (Bourne Again SHell) is one specific shell implementation that has gained widespread popularity and is the default shell for many Linux distributions. Bash scripts can automate repetitive tasks, handle file and text manipulation, control job scheduling, and much more.

Note

While Bash is a specific shell, the term “shell” is more generic and encompasses other shell implementations.

A Bash script is a plain text file that contains a series of commands. These scripts can be used to automate entire workflows and complex processes that you’d otherwise have to perform command by command on the command line.

To create a Bash script, use a text editor to write your script, save it with any name, and give it the .sh extension. For example, you might name your script, script.sh. You can also use Vim like so:

Figure 6.6: Creating a Bash script

Figure 6.6: Creating a Bash script

In Figure 6.6, we are creating a Bash script using vi, and then...

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